You should probably go ahead and read the link (its why I gave it to people) instead of just looking at the summary sheet which I cut out as a way to illustrate that its not all doom and gloom for Olympic host cities according to many peoples analysis.
You right they did list it as a profit table, but that doesn't dismiss the data they collected. It was merely a quick search to illustrate the point that this is not a solidified matter.